SOTAVerified

Semantic Segmentation

Papers

Showing 33713380 of 14763 papers

TitleStatusHype
GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor EnvironmentsCode1
NeRD: Neural Representation of Distribution for Medical Image SegmentationCode1
Learning Statistical Texture for Semantic SegmentationCode1
Implicit Integration of Superpixel Segmentation into Fully Convolutional NetworksCode1
Variational Structured Attention Networks for Deep Visual Representation LearningCode1
VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning ChallengesCode1
SpecTr: Spectral Transformer for Hyperspectral Pathology Image SegmentationCode1
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue GraphsCode1
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image SegmentationCode1
Semi-supervised Left Atrium Segmentation with Mutual Consistency TrainingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified